You didn't train this long to be the data entry clerk.
Your QBank, your EHR and your decision support don't talk to each other, so you do it by hand. IGNITE unifies them into one clinical co-pilot and gives the time back to the patient.
March 27, 2026 · House Judiciary Committee
"A residency hiring monopoly that harms patients, doctors, and the American public."
— Interim Staff Report, Committee on the Judiciary / Subcommittee on the Administrative State, Regulatory Reform & Antitrust
The Human Cost
Residents enter a system with no negotiating power, no portability, and no exit. The Match binds them before they know what they're signing. Physician burnout and suicide rates are the highest of any profession.
The Economic Cost
A monopoly on residency placement suppresses wages, concentrates training in high-cost academic centres, and forces residents to pay $1,500–2,000/yr for fragmented tools to survive a system that should be supporting them.
The Legal Architecture
In March 2026, the House Judiciary Committee opened a formal antitrust investigation into the NRMP Match — finding evidence of anticompetitive conduct harming patients, doctors, and the public.
Why this wins — on every dimension
Business. Healthcare system. Humanity.
The stack is fragmented by design
Board prep, reference, flashcards and documentation are four separate subscriptions that never speak to each other, and the gaps between them are exactly where your evening goes. One knowledge graph underneath all four is the consolidation.
$13 saved for every $1 invested in primary care
When the administrative load moves off the physician, the visit is where the time goes. That is the whole return: not a productivity metric, but a consultation that is actually a consultation.
Up to 40,400 primary care physicians short by 2036
A tool that helps physicians document less, learn faster and stay in practice longer isn't just a product. It's infrastructure.
We're not waiting for Congress to fix the system. MEDLearn is what you build when you decide to own your career.
The system isn't broken.
It was built this way.
The record you type into all day was not designed to help you think. It was designed to produce a billable artifact. Every click that feels like it is for the chart is really for the claim, and the person generating it is the one who trained longest to do something else.
spent on health care administration in a single year, which is 34.2% of US national health expenditure. Canada, whose payment system resembled ours before its reform, spends roughly half that share.1
That money does not disappear into an abstraction. It buys the prior auths, the coding queries, the documentation requirements and the portal messages that arrive in your inbox with your name on them.
Growth in the number of health-care managers since 1970. Physicians grew roughly 250% over the same period. The people hired to manage the billing now outnumber, and out-hire, the people trained to treat the patient.4
Same software, same vendor, 371 health systems. The only variable is the billing apparatus around it.5
The median US clinician spends as long in the record each day as a non-US clinician in the 99th percentile.
This is not a discipline problem or a training problem. It is an architecture problem, and architecture can be replaced.
Not all of it needs a doctor. Deciding whether a drug is right for this patient does. Noticing that it will need prior authorisation, and opening the paperwork, does not — so IGNITE starts that request at the moment you prescribe, from the drug class, without asking you. The insurer is not the enemy in this story. They are staffing a desk to read forms we are staffing a clinic to fill in. Take the clerical work off both sides and each is left with the thing it is actually for: they price risk, you treat the person in front of you.
THE PROBLEM
Your patients teach you constantly. Nothing you use is listening.
You admitted a DKA at 2am. You looked up the drip protocol, got it right, moved on. That was real learning, under pressure, on a real person — and nothing captured it. Tonight your QBank serves you a random dermatology question, because it has no idea what happened to you today. When decision support weighs in on your assessment, agreeing or disagreeing, that is the single most useful signal about how you practise, and it goes nowhere: not into what you get tested on, not into a record of where you are strong or shaky. Your patient mentions how they want to be treated, and next visit it is gone too. Every tool you pay for ends at its own edge. Nobody connected them, so you became the connection.
THE MEDLEARN WAY
Your loop, not another subscription
Your weak topics set your question queue
Every answer updates your mastery, and the next set front-loads the concepts you are weakest on.
The answer, not a 10-page article
The specific thing, at the bedside, at 3am.
Boards as a side effect
You pass because the loop works, not because you ground through 4,000 unrelated questions.
CME and ITE in the same loop
ABFM, AAFP, KSA, without a second job.
One layer, not four subscriptions
The seams are the business model.
Four vendors sell you four tools and quietly keep the gaps between them, because the gaps are what you re-buy every year. You pay for the gaps twice: once in licences, and again every evening you spend carrying data across them by hand.
MEDLearn
Learning
Questions, flashcards and evidence on one clinical knowledge graph, scheduled by what you actually forget.
Shared with Protocols and the rest
It draws on the same clinical entities the protocols and the chart do, so a concept means one thing across the product rather than four.
Protocols
Policy-integrated protocols
Your institution's protocol, not a generic one, two taps from the bedside on web and phone.
Shared with MEDFlow and the rest
It resolves against your institution first and the shared graph second, so what you follow at the bedside is what your hospital actually endorses.
MEDFlow
Practice workflows
Charting, orders, scheduling and decision support in one workspace instead of four tabs and a login each.
Shared with Evidence search and the rest
It runs on the same account and the same entities as everything else, so there is no export, no second login and no reconciliation step.
Evidence search
Evidence search
Ask in plain language and the answer arrives carrying its source, so you can check the reasoning rather than trust it.
Shared with MEDLearn and the rest
It records it when you disagree with a recommendation, with your reason, instead of discarding the one signal that says most about how you actually practise.
One account, one graph, one set of clinical entities. That is the difference between a suite and a layer — and it is the part a competitor does not get by launching a fourth product, because it has to be true underneath before any of it can be true on screen.
The platform
Built for how you actually work
One surface for what you are learning and what you are doing, on the same graph.
One surface
Q-Bank, flashcards, articles, procedures and your ACGME log are one product, not five subscriptions that never speak to each other.
Step 1 of 3
It knows what is due
Spaced repetition schedules the day for you. You open it and the queue is already built.
Step 2 of 3
Measured, not guessed
Every answer feeds retention tracking, so progress is something you can see rather than something you hope is happening.
Step 3 of 3
How it works
What a connected platform can do
This is what five separate apps could never accomplish.
Answer a Question
Board-quality questions from ABFM ITE, AAFP CME, KSA modules, and more.
See Connected Concepts
Every question carries its source article and evidence grade.
Build Your Study Plan
Choose your categories and your exam date. FSRS handles the timing.
Watch Your Score Climb
Your accuracy by category updates as you go, so you always know where you stand.
The flywheel
One platform. Your whole career.
Most platforms abandon you after boards. MEDLearn carries your data forward — same account, expanding capabilities, one intelligent system.
Residency
Live now
- 130,000+ questions across 35 clinical specialties
- Knowledge Graph — concepts + evidence-graded articles
- Flashcards + Spaced Repetition
- Accuracy tracking by topic and blueprint category
- Coming next: exam readiness prediction and peer comparison
New Attending
Same account, new capabilities
- MEDFlow — AI-native clinical scribe
- Rapid Response Central (iOS) — live in beta
- Your data carries over seamlessly
Independent Practice
ignitehealthpartnership.com
- DPC Provider Directory — patient discovery
- Cost Comparator — show patients their savings
- Practice Dashboard + Analytics
- Patient Portal + Messaging
Built and deployed
This isn't a pitch deck. It's a product.
90%
ABFM board blueprint coverage
5
Official board content sources
2.3M+
Knowledge graph connections
Daily
New articles from AAFP journals
Web + iOS
One account. Synced everywhere.